Distributed Event-Triggered Estimation Over Sensor Networks: A Survey
Swinburne University of Technology · Nanjing University of Posts and Telecommunications · +1 more institution
Abstract
An event-triggered mechanism is of great efficiency in reducing unnecessary sensor samplings/transmissions and, thus, resource consumption such as sensor power and network bandwidth, which makes distributed event-triggered estimation a promising resource-aware solution for sensor network-based monitoring systems. This paper provides a survey of recent advances in distributed event-triggered estimation for dynamical systems operating over resource-constrained sensor networks. Local estimates of an unavailable state signal are calculated in a distributed and collaborative fashion based on only invoked sensor data. First, several fundamental issues associated with the design of distributed estimators are…
Citation impact
- FWCI
- 54.82
- Percentile
- 100%
- References
- 141
Authors
5Topics & keywords
- Computer science
- Distributed computing
- Wireless sensor network
- Event (particle physics)
- Estimator
- Real-time computing
- Bandwidth (computing)
- Resource (disambiguation)